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Up a level2024
McKnight, Shaun and MacKinnon, Christopher and Pierce, S. Gareth and Mohseni, Ehsan and Tunukovic, Vedran and MacLeod, Charles N. and Vithanage, Randika K. W. and O'Hare, Tom (2024) Three-dimensional residual neural architecture search for ultrasonic defect detection. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 71 (3). pp. 423-436. ISSN 0885-3010
McKnight, Shaun and Pierce, S. Gareth and Mohseni, Ehsan and MacKinnon, Christopher and MacLeod, Charles and O'Hare, Tom and Loukas, Charalampos (2024) A comparison of methods for generating synthetic training data for domain adaption of deep learning models in ultrasonic non-destructive evaluation. NDT and E International, 141. 102978. ISSN 0963-8695
2022
McKnight, Shaun and MacKinnon, Christopher and Mohseni, Ehsan and Pierce, Gareth and MacLeod, Charles Norman and O'Hare, Tom (2022) Transfer learning for classification of experimental ultrasonic non-destructive testing images from synthetic data. In: IOP Physics Enhancing Machine Learning in Applied Solid Mechanics, 2022-12-12 - 2022-12-12, Institute of Physics.